/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:42: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:96: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:102: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:103: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.

 DRED (NLM) 0001/6000 Loss 0.269020 psnrs: y: 21.58 psnr_noisy: 7.46 net: 7.19 x: 12.67 x-u: 21.58 avg: 15.88

 DRED (NLM) 0010/6000 Loss 0.022362 psnrs: y: 21.58 psnr_noisy: 18.27 net: 19.91 x: 19.68 x-u: 21.58 avg: 16.67

 DRED (NLM) 0050/6000 Loss 0.010196 psnrs: y: 21.58 psnr_noisy: 20.36 net: 24.03 x: 24.73 x-u: 23.88 avg: 19.18

 DRED (NLM) 0100/6000 Loss 0.009564 psnrs: y: 21.58 psnr_noisy: 20.58 net: 24.81 x: 25.04 x-u: 24.50 avg: 21.89

 DRED (NLM) 0250/6000 Loss 0.010351 psnrs: y: 21.58 psnr_noisy: 20.34 net: 23.11 x: 24.96 x-u: 26.12 avg: 25.31

 DRED (NLM) 0500/6000 Loss 0.009220 psnrs: y: 21.58 psnr_noisy: 20.87 net: 27.11 x: 26.76 x-u: 25.77 avg: 26.77

 DRED (NLM) 2000/6000 Loss 0.007754 psnrs: y: 21.58 psnr_noisy: 21.44 net: 27.84 x: 28.68 x-u: 29.21 avg: 29.01

 DRED (NLM) 3500/6000 Loss 0.007068 psnrs: y: 21.58 psnr_noisy: 21.63 net: 29.24 x: 29.50 x-u: 29.87 avg: 29.79

 DRED (NLM) 5000/6000 Loss 0.007683 psnrs: y: 21.58 psnr_noisy: 21.25 net: 26.95 x: 27.10 x-u: 27.09 avg: 26.99

 DRED (NLM) 6000/6000 Loss 0.007381 psnrs: y: 21.58 psnr_noisy: 21.42 net: 27.60 x: 27.83 x-u: 28.02 avg: 27.89

/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:7: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
  import sys